Comparison of UWAD Tool with Other Tools Used for Preprocessing

The purpose of Preprocessing phase is to produce accurate data with speed and accuracy. Interested patterns can be discovered based on the quality of data generated after the preprocessing phase. Designing this phase taken maximum effort in the entire process of Web Usage Mining (WUM), as it focuses on reducing the quantity of data but not compromising with the quality of data. The paper focuses the implementation concerns of preprocessing phase using tool Log parser lizard and focuses on the problems faced in using the tool. It also shows the usefulness of University Website Access Domain (UWAD) tool.

[1]  Lizhen Liu,et al.  The research of Web mining , 2002, Proceedings of the 4th World Congress on Intelligent Control and Automation (Cat. No.02EX527).

[2]  Mohd Norzali Haji Mohd,et al.  Data pre-processing on web server logs for generalized association rules mining algorithm , 2008 .

[3]  Ge Yu,et al.  Study on data preprocessing algorithm in Web log mining , 2003, Proceedings of the 2003 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.03EX693).

[4]  Gregory Piatetsky-Shapiro,et al.  Web Content Mining , 2009, Encyclopedia of Database Systems.

[5]  Brigitte Trousse,et al.  Advanced data preprocessing for intersites Web usage mining , 2004, IEEE Intelligent Systems.

[6]  Z. Pabarskaite Implementing advanced cleaning and end-user interpretability technologies in Web log mining , 2002, ITI 2002. Proceedings of the 24th International Conference on Information Technology Interfaces (IEEE Cat. No.02EX534).

[7]  Petra Perner,et al.  Data Mining - Concepts and Techniques , 2002, Künstliche Intell..